Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "169" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 75 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 73 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459891 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.631979 | 5.594052 | -1.649927 | -1.685309 | 1.559952 | 8.181558 | 3.706373 | 5.106808 | 0.6647 | 0.6540 | 0.3957 | nan | nan |
| 2459890 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.536529 | 9.753092 | -1.574597 | -1.911480 | -0.068999 | 5.404325 | -0.145836 | 13.906834 | 0.6703 | 0.6512 | 0.3943 | nan | nan |
| 2459889 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.445390 | 14.751634 | -1.672898 | -1.527005 | 6.820352 | -1.158409 | -0.297864 | -0.110967 | 0.6625 | 0.6579 | 0.3823 | nan | nan |
| 2459888 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.990780 | 10.134511 | -1.451001 | -1.686807 | -0.495054 | 9.404205 | -0.933009 | 15.028041 | 0.6872 | 0.6565 | 0.3821 | nan | nan |
| 2459887 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.905369 | 14.498598 | -1.368816 | -1.927394 | 13.254330 | -0.743488 | 34.133619 | 0.259878 | 0.6549 | 0.6547 | 0.3856 | nan | nan |
| 2459886 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.701901 | 16.503369 | -1.131363 | -1.342222 | -0.883126 | -1.086830 | -1.020422 | -1.154802 | 0.7517 | 0.7243 | 0.3259 | nan | nan |
| 2459885 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.651951 | 17.388746 | 5.965167 | 13.351646 | 7.809176 | 15.231087 | 4.574055 | 12.320961 | 0.7301 | 0.6975 | 0.3487 | nan | nan |
| 2459884 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.786655 | 4.846654 | 4.874923 | 5.169154 | 4.284885 | 6.460800 | -3.409604 | 1.986933 | 0.6616 | 0.5594 | 0.3947 | nan | nan |
| 2459883 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.517422 | 6.647470 | 28.246385 | 34.823079 | 1.564873 | 8.278428 | -4.003493 | 27.816569 | 0.6867 | 0.6404 | 0.4004 | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.690974 | 22.914729 | 32.947354 | 40.136893 | 2.070311 | 10.489266 | -1.810437 | 21.666459 | 0.6962 | 0.6119 | 0.3768 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.493164 | 4.612754 | 36.910186 | 46.280024 | 20.269169 | 16.580552 | 7.138838 | 9.531154 | 0.6934 | 0.7176 | 0.3204 | nan | nan |
| 2459880 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.842031 | 7.124599 | 29.816115 | 37.108229 | 1.355971 | 7.638929 | -1.290513 | 1.578212 | 0.6870 | 0.6476 | 0.3950 | nan | nan |
| 2459879 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.350029 | 14.494207 | -0.520936 | 0.385120 | 4.563268 | 0.170377 | -1.072705 | -3.042603 | 0.5842 | 0.5504 | 0.2956 | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.836937 | 13.471314 | 36.508974 | 44.729938 | 2.444939 | 15.357886 | -4.035904 | 4.553322 | 0.6797 | 0.6119 | 0.4003 | nan | nan |
| 2459876 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.685212 | 4.579602 | 26.247974 | 31.674483 | 7.546968 | 23.261887 | -3.531469 | -4.871124 | 0.6976 | 0.6692 | 0.4052 | nan | nan |
| 2459875 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.827650 | 12.134097 | 35.214337 | 43.086601 | 2.689118 | 14.974672 | -1.396208 | 4.960619 | 0.7110 | 0.6516 | 0.3963 | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.093381 | 37.283313 | 18.093754 | 21.109359 | 4.586643 | 17.977901 | -2.775722 | -4.051396 | 0.6981 | 0.5484 | 0.3932 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.656485 | 5.195646 | 24.206147 | 29.720625 | 0.992141 | 7.498918 | -2.124597 | -0.470841 | 0.7041 | 0.6559 | 0.3993 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.507067 | 3.776517 | 32.345219 | 39.544335 | 3.475349 | 15.236993 | -2.284035 | -3.578627 | 0.7065 | 0.6720 | 0.4039 | nan | nan |
| 2459871 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.124221 | 13.446977 | 32.836601 | 40.108866 | 3.663404 | 17.834717 | -1.703131 | 2.348976 | 0.7060 | 0.5908 | 0.4059 | nan | nan |
| 2459870 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 24.626069 | 25.675147 | 46.893132 | 47.657547 | 10.590288 | 17.885770 | 6.496955 | 3.599001 | 0.0335 | 0.0372 | 0.0018 | nan | nan |
| 2459869 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 20.710030 | 20.458568 | 46.899886 | 47.364429 | 15.695782 | 22.974928 | 7.114515 | 4.901820 | 0.0352 | 0.0395 | 0.0023 | nan | nan |
| 2459868 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 22.369292 | 23.585237 | 70.876766 | 71.663613 | 10.768399 | 17.114544 | 6.447330 | 3.212496 | 0.0330 | 0.0362 | 0.0020 | nan | nan |
| 2459867 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.592635 | 16.878911 | 55.642067 | 56.710970 | 5.690078 | 9.890907 | 4.418230 | 1.950134 | 0.0339 | 0.0362 | 0.0012 | nan | nan |
| 2459866 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 18.068450 | 19.199987 | 52.454389 | 53.655540 | 6.231714 | 11.028509 | 2.111596 | 0.811942 | 0.0374 | 0.0395 | 0.0013 | nan | nan |
| 2459865 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 20.089911 | 21.370238 | 63.603213 | 65.252169 | 15.566859 | 24.002741 | 15.439200 | 12.312023 | 0.0309 | 0.0328 | 0.0014 | nan | nan |
| 2459864 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.790953 | 6.870855 | 1.256135 | 1.115526 | -0.760152 | 0.329975 | 2.260174 | 5.221111 | 0.6994 | 0.6638 | 0.4192 | nan | nan |
| 2459863 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.367112 | 3.421918 | 0.596143 | 0.757833 | -0.347756 | -0.352631 | 0.776163 | 3.545942 | 0.6920 | 0.6522 | 0.4136 | nan | nan |
| 2459862 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.660051 | 6.164030 | 0.667708 | 0.792176 | -0.048451 | 2.055769 | -0.069341 | 1.557321 | 0.6712 | 0.6735 | 0.4199 | nan | nan |
| 2459861 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459860 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.229232 | 3.698872 | 0.431819 | 0.668138 | -0.704087 | -0.051340 | -0.272316 | 0.217440 | 0.7115 | 0.6607 | 0.4119 | nan | nan |
| 2459859 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.003310 | 3.049479 | 0.550320 | 0.857489 | 0.081075 | -0.465878 | 0.275941 | 1.582613 | 0.7127 | 0.6650 | 0.4119 | nan | nan |
| 2459858 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 7.49% | -0.763376 | 2.995621 | 0.617152 | 0.797431 | 0.036901 | -1.227173 | -0.075157 | 1.375889 | 0.7318 | 0.6757 | 0.4260 | 1.964019 | 1.669047 |
| 2459857 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.875865 | -0.510842 | 0.308510 | -0.050872 | -1.056095 | -1.155624 | 0.596848 | -0.163710 | 0.0262 | 0.0255 | 0.0006 | nan | nan |
| 2459856 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.163434 | 5.834948 | 0.421182 | 0.494698 | -1.183761 | 0.645655 | -0.329880 | 1.249293 | 0.7229 | 0.6893 | 0.4120 | 3.657399 | 2.922145 |
| 2459855 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.636545 | 7.081043 | 0.375959 | -0.027081 | -1.077789 | -0.329027 | -0.529276 | 0.402522 | 0.6974 | 0.7059 | 0.4472 | 2.874313 | 2.385607 |
| 2459854 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.397003 | 7.000256 | -0.180789 | -0.385423 | -1.023512 | -0.650092 | -0.532658 | 0.775896 | 0.7223 | 0.7286 | 0.4501 | 3.145723 | 2.395290 |
| 2459853 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.053905 | 4.308804 | -0.225515 | -0.154956 | -0.961827 | -0.352462 | -0.223534 | 1.986117 | 0.7447 | 0.6808 | 0.4359 | 3.629035 | 2.736501 |
| 2459852 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.65% | 5.95% | 1.412464 | 3.072753 | -0.459976 | 0.155001 | -1.336962 | 0.276386 | -0.762519 | 0.200421 | 0.8329 | 0.8267 | 0.2440 | 3.946109 | 3.861233 |
| 2459851 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459850 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.140314 | 4.887188 | -0.281391 | -0.009499 | -0.993067 | 0.102576 | -0.439481 | 1.379823 | 0.7499 | 0.7507 | 0.3590 | 3.436091 | 2.727182 |
| 2459849 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.232639 | 5.299760 | -0.071572 | -0.080556 | -1.030489 | -0.088740 | -0.045865 | 4.011089 | 0.7441 | 0.7419 | 0.3697 | 4.504729 | 3.673393 |
| 2459848 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.740645 | 5.201540 | 1.834688 | 1.312182 | -0.464256 | 0.051710 | -0.235810 | 1.016197 | 0.7324 | 0.7468 | 0.3874 | 3.503979 | 2.770244 |
| 2459847 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.649270 | 4.706553 | 1.822369 | 1.349901 | 0.208155 | 0.116538 | 0.706500 | 2.541651 | 0.7335 | 0.6783 | 0.4444 | 3.918534 | 2.971250 |
| 2459846 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 33.33% | 0.00% | 0.757009 | 3.143167 | 1.597946 | 1.267917 | 0.286026 | 0.067565 | -0.829863 | -0.001935 | 0.8300 | 0.6580 | 0.5190 | 1.339640 | 1.215308 |
| 2459845 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.966350 | 6.549649 | 2.788926 | 3.390579 | -0.598354 | 1.966251 | 2.398696 | 7.471288 | 0.7516 | 0.7379 | 0.3794 | 3.325694 | 3.849223 |
| 2459844 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 3.832261 | 0.164771 | 0.270692 | 0.814053 | -0.709829 | 0.035259 | 0.388291 | -1.103711 | 0.0260 | 0.0258 | 0.0008 | nan | nan |
| 2459843 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.622701 | 7.369313 | 18.833360 | 18.326445 | 67.770824 | 74.166905 | -2.707273 | -2.528936 | 0.7440 | 0.7278 | 0.4108 | 5.194377 | 3.638494 |
| 2459842 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.875249 | 1.142335 | 0.000934 | -0.726556 | -1.830747 | -2.284595 | -2.154359 | -1.817329 | 0.7583 | 0.6629 | 0.2719 | 2.093547 | 1.916276 |
| 2459841 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 39.060144 | 41.488719 | 115.513172 | 117.260630 | 78.927648 | 111.066121 | 2.008640 | 5.533908 | 0.7540 | 0.7316 | 0.3636 | nan | nan |
| 2459839 | digital_ok | 100.00% | - | - | - | - | - | 0.495186 | -0.324138 | -0.144431 | -0.503128 | 2.287433 | 2.540357 | 17.097828 | 7.089500 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.459649 | 5.644173 | 22.279800 | 21.104904 | 12.243858 | 19.076278 | -2.127381 | -1.629027 | 0.7240 | 0.6814 | 0.4337 | 0.000000 | 0.000000 |
| 2459836 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7252 | 0.6600 | 0.4001 | nan | nan |
| 2459835 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.869021 | 5.205427 | 12.211016 | 12.066701 | 8.549322 | 8.854112 | -7.039172 | -5.812032 | 0.8066 | 0.6006 | 0.4873 | nan | nan |
| 2459833 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 15.164483 | 15.775072 | 53.428817 | 53.432235 | 73.270188 | 69.319943 | -3.817450 | -6.354631 | 0.8151 | 0.5670 | 0.4992 | nan | nan |
| 2459832 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.895902 | 15.310444 | 18.004373 | 17.092881 | 10.535737 | 9.023629 | -0.517313 | -0.442255 | 0.7976 | 0.4929 | 0.6038 | 4.329639 | 3.188077 |
| 2459831 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.147668 | -0.495203 | -0.195766 | -0.390202 | 2.922715 | 1.142897 | 11.660297 | 4.600756 | 0.0282 | 0.0276 | 0.0015 | nan | nan |
| 2459830 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.145346 | 16.247001 | 23.820336 | 22.706755 | 30.917698 | 26.912224 | -3.971158 | -4.514501 | 0.7934 | 0.4927 | 0.5886 | 5.106894 | 3.410092 |
| 2459829 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459828 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.222338 | 14.324788 | 18.092255 | 17.296528 | 29.429517 | 25.848133 | -1.767780 | -3.128471 | 0.7853 | 0.5044 | 0.5573 | 5.438919 | 3.054721 |
| 2459827 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.327277 | 9.943659 | 29.995046 | 28.672496 | 18.681960 | 18.882120 | -1.643079 | 5.068762 | 0.7488 | 0.6505 | 0.4378 | 9.790375 | 6.347387 |
| 2459826 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.138238 | 13.944232 | 24.287056 | 23.428817 | 39.010082 | 34.747988 | 0.695365 | 2.293756 | 0.7797 | 0.5314 | 0.5326 | 5.186373 | 3.225279 |
| 2459825 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.252810 | 14.597722 | 18.691877 | 17.871482 | 26.075564 | 23.949916 | 4.352035 | 4.144401 | 0.7721 | 0.5189 | 0.5443 | 0.000000 | 0.000000 |
| 2459824 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.001423 | 6.035744 | 26.322825 | 25.080895 | 11.570551 | 16.042175 | 7.589872 | 7.718288 | 0.6854 | 0.7038 | 0.4084 | 0.000000 | 0.000000 |
| 2459823 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 18.556653 | 17.424104 | 20.513580 | 19.756664 | 26.962562 | 27.126795 | 14.120724 | 14.073687 | 0.7277 | 0.5951 | 0.5079 | 0.000000 | 0.000000 |
| 2459822 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.959956 | 16.158182 | 22.694879 | 21.784487 | 24.973400 | 23.077993 | -0.251870 | 0.117565 | 0.7680 | 0.5368 | 0.5351 | 0.000000 | 0.000000 |
| 2459821 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 18.422432 | 17.965949 | 22.290156 | 21.722275 | 22.511530 | 21.719395 | -0.609682 | 0.024899 | 0.7490 | 0.5325 | 0.5323 | 4.115205 | 3.921890 |
| 2459820 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.309042 | 11.825461 | 27.175495 | 25.951389 | 52.368342 | 50.907053 | -3.803842 | -3.714368 | 0.7475 | 0.6428 | 0.4479 | 0.000000 | 0.000000 |
| 2459817 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 18.406271 | 17.677240 | 18.538616 | 17.929828 | 29.386027 | 28.513965 | 2.935570 | 4.483621 | 0.7521 | 0.5685 | 0.5217 | 0.964177 | 0.965191 |
| 2459816 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.810117 | 12.577292 | 27.154867 | 25.657806 | 38.310486 | 35.861654 | -4.574350 | -4.838867 | 0.8253 | 0.5440 | 0.6166 | 3.870969 | 2.766173 |
| 2459815 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Variability | 8.181558 | 2.631979 | 5.594052 | -1.649927 | -1.685309 | 1.559952 | 8.181558 | 3.706373 | 5.106808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Discontinuties | 13.906834 | 9.753092 | 4.536529 | -1.911480 | -1.574597 | 5.404325 | -0.068999 | 13.906834 | -0.145836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 14.751634 | 3.445390 | 14.751634 | -1.672898 | -1.527005 | 6.820352 | -1.158409 | -0.297864 | -0.110967 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Discontinuties | 15.028041 | 10.134511 | 5.990780 | -1.686807 | -1.451001 | 9.404205 | -0.495054 | 15.028041 | -0.933009 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Discontinuties | 34.133619 | 14.498598 | 2.905369 | -1.927394 | -1.368816 | -0.743488 | 13.254330 | 0.259878 | 34.133619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 16.503369 | 7.701901 | 16.503369 | -1.131363 | -1.342222 | -0.883126 | -1.086830 | -1.020422 | -1.154802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 17.388746 | 17.388746 | 0.651951 | 13.351646 | 5.965167 | 15.231087 | 7.809176 | 12.320961 | 4.574055 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Variability | 6.460800 | 4.846654 | 4.786655 | 5.169154 | 4.874923 | 6.460800 | 4.284885 | 1.986933 | -3.409604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 34.823079 | 6.647470 | 2.517422 | 34.823079 | 28.246385 | 8.278428 | 1.564873 | 27.816569 | -4.003493 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 40.136893 | 22.914729 | 3.690974 | 40.136893 | 32.947354 | 10.489266 | 2.070311 | 21.666459 | -1.810437 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 46.280024 | 4.612754 | 6.493164 | 46.280024 | 36.910186 | 16.580552 | 20.269169 | 9.531154 | 7.138838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 37.108229 | 7.124599 | 2.842031 | 37.108229 | 29.816115 | 7.638929 | 1.355971 | 1.578212 | -1.290513 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 14.494207 | 14.494207 | 12.350029 | 0.385120 | -0.520936 | 0.170377 | 4.563268 | -3.042603 | -1.072705 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 44.729938 | 13.471314 | 2.836937 | 44.729938 | 36.508974 | 15.357886 | 2.444939 | 4.553322 | -4.035904 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 31.674483 | 2.685212 | 4.579602 | 26.247974 | 31.674483 | 7.546968 | 23.261887 | -3.531469 | -4.871124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 43.086601 | 2.827650 | 12.134097 | 35.214337 | 43.086601 | 2.689118 | 14.974672 | -1.396208 | 4.960619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 37.283313 | 4.093381 | 37.283313 | 18.093754 | 21.109359 | 4.586643 | 17.977901 | -2.775722 | -4.051396 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 29.720625 | 2.656485 | 5.195646 | 24.206147 | 29.720625 | 0.992141 | 7.498918 | -2.124597 | -0.470841 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 39.544335 | 3.776517 | 2.507067 | 39.544335 | 32.345219 | 15.236993 | 3.475349 | -3.578627 | -2.284035 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 40.108866 | 13.446977 | 2.124221 | 40.108866 | 32.836601 | 17.834717 | 3.663404 | 2.348976 | -1.703131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 47.657547 | 24.626069 | 25.675147 | 46.893132 | 47.657547 | 10.590288 | 17.885770 | 6.496955 | 3.599001 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 47.364429 | 20.710030 | 20.458568 | 46.899886 | 47.364429 | 15.695782 | 22.974928 | 7.114515 | 4.901820 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 71.663613 | 22.369292 | 23.585237 | 70.876766 | 71.663613 | 10.768399 | 17.114544 | 6.447330 | 3.212496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 56.710970 | 15.592635 | 16.878911 | 55.642067 | 56.710970 | 5.690078 | 9.890907 | 4.418230 | 1.950134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 53.655540 | 19.199987 | 18.068450 | 53.655540 | 52.454389 | 11.028509 | 6.231714 | 0.811942 | 2.111596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 65.252169 | 20.089911 | 21.370238 | 63.603213 | 65.252169 | 15.566859 | 24.002741 | 15.439200 | 12.312023 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 6.870855 | 6.870855 | 0.790953 | 1.115526 | 1.256135 | 0.329975 | -0.760152 | 5.221111 | 2.260174 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Discontinuties | 3.545942 | -0.367112 | 3.421918 | 0.596143 | 0.757833 | -0.347756 | -0.352631 | 0.776163 | 3.545942 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 6.164030 | 0.660051 | 6.164030 | 0.667708 | 0.792176 | -0.048451 | 2.055769 | -0.069341 | 1.557321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 3.698872 | 0.229232 | 3.698872 | 0.431819 | 0.668138 | -0.704087 | -0.051340 | -0.272316 | 0.217440 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 3.049479 | -0.003310 | 3.049479 | 0.550320 | 0.857489 | 0.081075 | -0.465878 | 0.275941 | 1.582613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 2.995621 | 2.995621 | -0.763376 | 0.797431 | 0.617152 | -1.227173 | 0.036901 | 1.375889 | -0.075157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Discontinuties | 0.596848 | -0.510842 | -0.875865 | -0.050872 | 0.308510 | -1.155624 | -1.056095 | -0.163710 | 0.596848 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 5.834948 | 0.163434 | 5.834948 | 0.421182 | 0.494698 | -1.183761 | 0.645655 | -0.329880 | 1.249293 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 7.081043 | 7.081043 | 0.636545 | -0.027081 | 0.375959 | -0.329027 | -1.077789 | 0.402522 | -0.529276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 7.000256 | 7.000256 | 0.397003 | -0.385423 | -0.180789 | -0.650092 | -1.023512 | 0.775896 | -0.532658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 4.308804 | 4.308804 | 0.053905 | -0.154956 | -0.225515 | -0.352462 | -0.961827 | 1.986117 | -0.223534 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 3.072753 | 1.412464 | 3.072753 | -0.459976 | 0.155001 | -1.336962 | 0.276386 | -0.762519 | 0.200421 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 4.887188 | 0.140314 | 4.887188 | -0.281391 | -0.009499 | -0.993067 | 0.102576 | -0.439481 | 1.379823 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 5.299760 | 0.232639 | 5.299760 | -0.071572 | -0.080556 | -1.030489 | -0.088740 | -0.045865 | 4.011089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 5.201540 | 5.201540 | 0.740645 | 1.312182 | 1.834688 | 0.051710 | -0.464256 | 1.016197 | -0.235810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 4.706553 | 4.706553 | 0.649270 | 1.349901 | 1.822369 | 0.116538 | 0.208155 | 2.541651 | 0.706500 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | 3.143167 | 0.757009 | 3.143167 | 1.597946 | 1.267917 | 0.286026 | 0.067565 | -0.829863 | -0.001935 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Discontinuties | 7.471288 | 6.549649 | 0.966350 | 3.390579 | 2.788926 | 1.966251 | -0.598354 | 7.471288 | 2.398696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Shape | 3.832261 | 3.832261 | 0.164771 | 0.270692 | 0.814053 | -0.709829 | 0.035259 | 0.388291 | -1.103711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Variability | 74.166905 | 7.369313 | 9.622701 | 18.326445 | 18.833360 | 74.166905 | 67.770824 | -2.528936 | -2.707273 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Shape | 1.875249 | 1.875249 | 1.142335 | 0.000934 | -0.726556 | -1.830747 | -2.284595 | -2.154359 | -1.817329 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Power | 117.260630 | 39.060144 | 41.488719 | 115.513172 | 117.260630 | 78.927648 | 111.066121 | 2.008640 | 5.533908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Discontinuties | 17.097828 | -0.324138 | 0.495186 | -0.503128 | -0.144431 | 2.540357 | 2.287433 | 7.089500 | 17.097828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Power | 22.279800 | 5.644173 | 7.459649 | 21.104904 | 22.279800 | 19.076278 | 12.243858 | -1.629027 | -2.127381 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Power | 12.211016 | 5.205427 | 4.869021 | 12.066701 | 12.211016 | 8.854112 | 8.549322 | -5.812032 | -7.039172 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 73.270188 | 15.775072 | 15.164483 | 53.432235 | 53.428817 | 69.319943 | 73.270188 | -6.354631 | -3.817450 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Power | 18.004373 | 14.895902 | 15.310444 | 18.004373 | 17.092881 | 10.535737 | 9.023629 | -0.517313 | -0.442255 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Discontinuties | 11.660297 | 0.147668 | -0.495203 | -0.195766 | -0.390202 | 2.922715 | 1.142897 | 11.660297 | 4.600756 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 30.917698 | 16.145346 | 16.247001 | 23.820336 | 22.706755 | 30.917698 | 26.912224 | -3.971158 | -4.514501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 29.429517 | 14.324788 | 14.222338 | 17.296528 | 18.092255 | 25.848133 | 29.429517 | -3.128471 | -1.767780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Power | 29.995046 | 11.327277 | 9.943659 | 29.995046 | 28.672496 | 18.681960 | 18.882120 | -1.643079 | 5.068762 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 39.010082 | 13.944232 | 14.138238 | 23.428817 | 24.287056 | 34.747988 | 39.010082 | 2.293756 | 0.695365 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 26.075564 | 14.597722 | 15.252810 | 17.871482 | 18.691877 | 23.949916 | 26.075564 | 4.144401 | 4.352035 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Power | 26.322825 | 9.001423 | 6.035744 | 26.322825 | 25.080895 | 11.570551 | 16.042175 | 7.589872 | 7.718288 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Temporal Variability | 27.126795 | 17.424104 | 18.556653 | 19.756664 | 20.513580 | 27.126795 | 26.962562 | 14.073687 | 14.120724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 24.973400 | 16.959956 | 16.158182 | 22.694879 | 21.784487 | 24.973400 | 23.077993 | -0.251870 | 0.117565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 22.511530 | 17.965949 | 18.422432 | 21.722275 | 22.290156 | 21.719395 | 22.511530 | 0.024899 | -0.609682 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 52.368342 | 13.309042 | 11.825461 | 27.175495 | 25.951389 | 52.368342 | 50.907053 | -3.803842 | -3.714368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 29.386027 | 18.406271 | 17.677240 | 18.538616 | 17.929828 | 29.386027 | 28.513965 | 2.935570 | 4.483621 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | ee Temporal Variability | 38.310486 | 12.577292 | 12.810117 | 25.657806 | 27.154867 | 35.861654 | 38.310486 | -4.838867 | -4.574350 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 169 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |